Skip to content
KRC LABS Software & Engineering
All studies

Concept studyArtificial intelligence

AI Document Processing

A document processing approach that turns scanned invoices, contracts and technical forms into organized data you can check.

This is a concept study. It is not a client project, it contains no client results, and the information on screen is sample data.

Problem

Companies often hold invoices, contracts and technical forms as scans or PDFs. Moving the information in them into a business system means reading by hand and entering the data again.

Proposed solution

A flow that reads scanned documents, sorts the information into fields and checks the result against rules. Uncertain fields go to a person for approval before transfer.

sample-invoice.pdfSample data

Scanned document

Company: Sample Trading Ltd.

Tax no: 0000000000

Total: 12,000.00 TRY

VAT: 20% (2,000.00 TRY)

Structured output

Invoice noSMP-0001

Date2026-01-15

Net amount10,000.00 TRY

Total12,000.00 TRY

Ready for review

How the system works

  1. 1

    Documents are uploaded and read

  2. 2

    Information is sorted into defined fields

  3. 3

    Results are checked against business rules

  4. 4

    Uncertain fields go to a person for approval

  5. 5

    Approved data is transferred to the business system

Technical details

  • Python
  • FastAPI
  • LLM
  • Pydantic
  • PostgreSQL

Work with us

Let's plan your next project together.

Describe your software, AI or automation need in a few sentences, and we will work out the right approach together.

Tell Us About Your Project

Direct contact

Location

Kayseri, Türkiye. We work remotely.

If you need one, we can sign a non-disclosure agreement before we talk.